Design and Development of Artificial Intelligence Products and Services offered by MIT University
- Private University
168 acre campus- Estd. 1861
Design and Development of Artificial Intelligence Products and Services at MIT University Overview
Duration | 8 weeks |
Total fee | ₹2.08 Lakh |
Mode of learning | Online |
Course Level | UG Certificate |
Design and Development of Artificial Intelligence Products and Services at MIT University Highlights
- Earn a certificate of completion from MIT xPRO
- Insights and examples from renowned MIT faculty
- Development of an AI project proposal to present to stakeholders or investors
Design and Development of Artificial Intelligence Products and Services at MIT University Course details
- For Technical product managers
- For Technology professionals
- For Technology consultants
- For AI startup founders
- For UI/UX designers
- Learn the four stages of AI product design
- Identify applicable AI technologies to improve organizational processes
- Analyze the technical and operational requirements to build AI models
- Differentiate between various machine learning algorithms
- Design AI products to solve organizational problems
- Learn about the challenges you may face when designing AI products
- This program will help you understand the design principles and applications of AI in various industries
- The goal is for you to create an AI-based product proposition that can be presented to your internal stakeholders or investors
- You will learn the different phases of AI-based product design and the fundamentals of deep and machine learning algorithms, and apply your knowledge to solve practical problems
Design and Development of Artificial Intelligence Products and Services at MIT University Curriculum
Week 1
Introduction to the artificial intelligence design process
Learn about the stages of designing an AI-based product, focusing on specifics such as cost metrics and technical requirements of an AI software development plan
Week 2
Artificial Intelligence Technology Fundamentals ? Machine Learning
Identifies various Machine Learning algorithms and discusses different approaches, such as Bayesian and regression models
Learn about the unsupervised and semi-supervised methods of Machine Learning algorithms. Run and analyze the results of various Machine Learning algorithms
Week 3
Fundamentals of Artificial Intelligence Technology - Deep Learning
Building on the understanding of Machine Learning fundamentals gained in Week 2
Explore the fundamentals of Deep Learning. Topics include neural networks, artificial neurons, and the simulation of complex networks
Week 4
Design of artificial machines to solve problems
Identifies the superhuman intelligence used in an AI product
Compare and contrast the advantages and disadvantages of using an AI technology
Week 5
Design of intelligent human-machine interfaces (HMI)
Use the resources provided in this module to understand the techniques, application areas, advantages and disadvantages of HMIs
Learn to define an appropriate level of machine involvement in interactions with humans. Look for ways to use Artificial Intelligence to your advantage
Week 6
Superminds: Designing Organizations That Combine Human and Artificial Intelligence
Get into the concept of supermind, compare and contrast the different types of supermind
Explore how humans and machines can work together to be greater than the sum of their parts. Applies cognitive processes to various organizational and community problems
Week 7
AI Design Market Frontiers: Research
Learn how Artificial Intelligence and Generative Adversarial Networks (GANs) can be used to generate fake images and videos from real data
Evaluate the technical, social and economic impact of AI technologies
Week 8
AI Design Market Frontiers: Practice
Implement the Lawler model to define an AI problem
Design and build an overview of an AI product or process using the learnings from previous modules in the program
Design and Development of Artificial Intelligence Products and Services at MIT University Faculty details
Other courses offered by MIT University
Study in USAUniversities in USAUniversities in CambridgeMIT UniversityDesign and Development of Artificial Intelligence Products and ServicesDesign and Development of Artificial Intelligence Products and Services at MIT University Popular & recent articles
Design and Development of Artificial Intelligence Products and Services at MIT University Contact Information
77 Massachusetts Ave, Cambridge, MA 02139, USA
Cambridge ( Massachusetts)